Volume 8 | Issue 4 |

 Abstract

Nowadays, everyone is using internet services to communicate. Millions of folks and, many organizations communicate with one another using internet services every day. In conjunction with these developments, the number of attacks as well as attackers over the internet is increasing exponentially day by day. Though there are some techniques, based on signature, which are used to forestall these attacks, but they are unsuccessful against zero-day (unrecognized earlier) attacks. The technique based on detection is an alternative technique to forestall network�s attacks, and also has the power to detect zero-day attacks. A secure machine-controlled anomaly detection system is more practical procedure to help in network analysis. An anomaly detection systems (ADS) examine the network flow and focuses on detecting uncommon network behaviour, and classify them into attacks. In this paper, we planned to implement an anomaly detection method using Na�ve Bayes, Decision Tree (ID3), ensemble learning and Multi-Layer Perceptron (MLP), and compare their efficiencies. A subset of attributes (significant) is chosen from the primitive set of attributes using random forest regressor technique, and then, the chosen set of significant features are used to train different types of classifiers.

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 Keywords

Classification, Anomaly Detection System (ADS), CICIDS2017, Machine learning

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

With regards to taking open transportation, time and tolerance are of substance. At the end of the day, numerous individuals utilizing open vehicle transports have encountered time misfortune in light of the fact that of holding up at the bus stations. Right now, a proposed keen transport following framework that any traveler with an advanced mobile phone or versatile gadget with the QR (Speedy Reaction) code peruser can filter QR codes set at transport stops to see evaluated transport appearance times, transports' present areas, and transport courses on a guide. Anybody can get to these maps and have the alternative to join to get free alarms about expected transport appearance times for the intrigued transports also, related courses through SMS and messages. We utilized C4.5 (a measurable classifier) calculation for the estimation of transport appearance times to limit the travelers holding up time. GPS(WorldwideSituating Framework) and Google Maps are utilized for route what's more, show administrations, separately.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

An entrepreneur could be a one who organizes a venture to learn from a chance, instead of working as an employee. They play a key role in developing any economy. They have the abilities to anticipate current and future needs and produce good new ideas to market.The study attempts to research the tutorial impact, personal attitude and student�s intention towards entrepreneurship. 198 respondents were selected through stratified random sampling technique. The results found that there is significant relationship between Educational Impact, Personal Attitude and Students Intention.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Educational Impact, Personal Attitude and Students Intention.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Workplace stress can influence a health care professional physically and mentally by disturbing their efficiency ad having a negative impact in their work life. The aim of the present study is to analyse if there is stress among the subjective population the factors of stress. The study took place from December 2019 to February 2020. Sample consisted of 214 professionals, (Admin & Paramedicals) for them a questionnaire was given evaluating the ratings of each factor which contributes to mental stress. In this study quantitative methodology was used. The result suggests that the hospital managers should emphasize a little more on the employee recognition part, hence it motivate employees and thus eliminating stress.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Stress, Health care, Admin & Paramedicals, Mental stress

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Green building (GB) innovation is one of the most inclining subjects everywhere throughout the world which is been advanced to manage the different issues the construction industry is confronting everywhere throughout the world, GB has risen as a promising method for making the exercises and tasks of the construction industry feasible to the earth and human wellbeing. This specialized article examines the requirement for green building and scenario of benefits of making green building. In addition, authors did an efficient evaluated of the literature to widen the comprehension of specialists, arrangement of policy makers on the advantages of it with conclusions and recommendations.

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 Keywords

Benefits, construction industry, green building, sustainability, concepts

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Alzheimer's disease, neurofibrillary, amyloidal protein, dementia.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Generating electricity is present there is a shortage of fossil fuel, oil, gas etc. Burning of these fuels causes environmental problem like radio activity pollution, global warming etc. So that these (coal, oil, gas) are the limiting resources hence resulting new technology is needed for electricity generation, by using thermoelectric generators to generate power as a most promising technology and environmental free and several advantage in production. Thermoelectric generator can convert directly thermal (heat) energy into electrical energy. In this TEG there are no moving parts and it cannot be produced any waste during power production hence it is consider as green technology. Thermoelectric power generator convert direct waste heat in to generate electricity by this it eliminated emission so we can believe this green technology. Thermoelectric power generation offer a potential application in the direct exchange of waste-heat energy directly into electric power can too improve the overall efficiencies of energy conversion system. Heat source which is need for this conversion is less when contrast to conventional method.

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 Keywords

Thermoelectric generators, Heat sink, Thermal greese, Inverter, Boost Converter

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Creative Commons Attribution 4.0 and The Open Definition

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ABSTRACT In-vitro studies were carried out on Aspergillus niger, an indigenous strain, to determine the most optimize conditions for high xylanase production. The selected strain was boosted for xylanase enzyme production in czapek�s dox broth medium using different carbon and nitrogen sources. Maximum enzyme activity was detected when xylan was used as carbon source and yeast extract was used as nitrogen source. Shake culture conditions, 1.0% NaCl, higher inoculums dose and 06 days of incubation were observed with high xylanase production. Submerged condition was found superior over solid-state condition; however, wheat bran substrate yielded more xylanase over others. Optimum pH and temperature for xylanase activity were found to be 7.0 and 28oC. The enzyme was produced and extracted under optimized conditions and compared with values of before optimization. It was then purified and characterized for stability at different temperatures and pH. A high amount of xylanase was formed under optimized conditions and was found stable up to 45oC temperature and at pH 8.0.

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Key words: Bioprocess parameters, Optimization, Aspergillus niger, Xylanase

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Creative Commons Attribution 4.0 and The Open Definition

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This paper deals with online examination system is an internet test system that enables users to require online test and automatically generates the results supported answer marked by users. It also needed less manpower to handle the examination. Most organizations today, are managing their exams by online examination systems. The system is to be used for various online tests conducted by other schools, colleges and other institutions. The system is to be taking online and find instant results. This method is additionally helpful for diminishing the necessity for paper. The system also helps the tutorial institutions your monitor their students and keep eyes on their progress. The system is intended currently for a few subjects. It also consists of an admin module. The admin module ends up in admin dashboard allows admin to feature new questions into system together with 4 options and 1 right answer. So, now whenever user registers he/she may then login using registered username password. The user is now allowed to grant a test from any chosen subjects as desired. On choosing an issue the test starts and user may now tick desired answers within the closing date. After the time ends the system goes to the result page and shows user scores to him/her.

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 Keywords

Learning Objectives, MCQ Test, Question paper, Question Repository, Answer Selection

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In health care networks, Internet of Things connects the patients with doctors and nurses through various devices effectively. The Wireless Body Area Networks play a vital role in the health care networks unlike most existing methods. WBAN communication is the method of transmitting information between WBAN- gateways and the medical centers. In this method, a gateway is assigned for a single patient and various medical packets are aggregated at each gateway. Their medical conditions are immediately reported to the base station with different priority levels based on their emergency. The base station forms the uplink WBAN transmissions by forming a queuing system which specifies the medical-grade Quality of Service requirements depending upon the priority of medical importance. The natural device intelligence of smart gateways in IoT-based networks designs an efficient and truthful mechanism to prevent gateways from misreporting the priority levels of medical packets. By incentivizing the base station, it manages the transmission scheduling in the desired manner by guaranteeing all gateways to honestly report the actual priority levels of the packets. Both theoretical and simulation results show that the proposed mechanism can meet all the requirements in terms of packet transmission.

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 Keywords

Wireless Body Area Networks, Gateway, Base station, Truthful mechanism for delay constrained networks.

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Creative Commons Attribution 4.0 and The Open Definition